The brood are staying in the ancient city of canals as Jolie prepares to shoot the film The Tourist (co-starring Johnny Depp) in March. The family is renting out a stunning 15th century Palazzo during their stay.

Pitt, 46, and Jolie, 34, were photographed with Maddox cheering on the New Orleans' Saints Super Bowl win in Florida Feb. 7.

The couple spent some of the following week apart: Jolie visited earthquake-ravaged Haiti (she told CNN's Christiane Amanpour she was "open" to adopting children there), and Pitt was spotted horsing around at a toy store in Malibu, Calif.